The researchers collected latex from wild-growing plants near their institution by snapping stems and gathering the dripping sap drop by drop. They then split the latex into five solvent extracts using acetone, methanol, ethanol, isopropyl alcohol and isoamyl alcohol, each mixed with water in an 8:2 ratio. The choice of solvent matters enormously, because polarity determines which phytochemicals dissolve out of the raw sap. After vortexing, overnight incubation and centrifugation at 10,000 rpm, the team had five distinct fractions, labeled CAE, CME, CEE, CIPE and CIAE, ready for chemical fingerprinting and biological testing.

Fourier-transform infrared spectroscopy and fluorescence spectroscopy provided the first look at what each extract contained. The FT-IR spectra revealed a broad band between 3400 and 3200 cm−1 in every extract, a signature of hydroxyl groups that pointed to the presence of phenolic compounds. All extracts except the acetone fraction showed a distinct band near 2800 to 2900 cm−1 from alkane C–H stretching, and the complex fingerprint region below 1500 cm−1 differed across solvents. Fluorescence spectra showed a distinct emission peak near 500 nm in every extract, consistent with polyphenolic compounds such as anthocyanins, phenolics, alkaloids and aromatic benzenoids, confirming that the latex is loaded with fluorescent secondary metabolites.

Quantitative assays then measured exactly how much of each phytochemical class each solvent had pulled out. The ethanol extract, CEE, was the clear winner, delivering the highest phenolic content at 0.59 mg gallic acid equivalents per milliliter, the highest flavonoid content at 0.18 mg rutin equivalents per milliliter, and the highest tannin content at 3.8 mg tannic acid equivalents per milliliter. The pattern followed solvent polarity: the most polar solvent extracted the most polar phytochemicals most efficiently, while the less polar acetone pulled out fewer. This solvent-dependence echoes earlier findings in plants such as Limonium delicatulum and Azanza garckeana, where alcohol-based extraction consistently outperformed less polar alternatives for polyphenol recovery.

Gas chromatography with a flame ionization detector then catalogued the volatile bioactive compounds in each fraction. The ethanol extract yielded the most peaks, with 29 phytocompounds detected, followed by the isoamyl alcohol extract with 23. In the acetone extract, which contained 14 peaks, the dominant compound was phytol at 43.61 percent abundance, followed by ethion at 18.67 percent and diisobutyl phthalate at 11.68 percent. Benzhydrazide emerged as a prominent compound across fractions, ranging from 5.31 percent in methanol to 67.5 percent in isoamyl alcohol, while phytol reached 64 percent in the isopropyl fraction. Several of these molecules carry documented pharmacological credentials: phytol and its derivatives have been linked to antioxidant, neuroprotective, antibacterial, anticancer and anti-inflammatory effects, while 2-phenylindole derivatives show antiviral, analgesic and anti-parasitic activities.

The antioxidant performance of the extracts was striking. Using three complementary assays, the team measured IC50 values for nitric oxide scavenging, hydroxyl radical scavenging and iron chelating activity. The ethanol extract again led the pack, with IC50 values of 14 µg/ml for nitric oxide scavenging, 15 µg/ml for hydroxyl radical scavenging and 117 µg/ml for iron chelation, all far below the corresponding values for the ascorbic acid standard, which came in at 115.23, 523.22 and 456.21 µg/ml respectively. Correlation analysis reinforced the link between chemistry and function: the R² value between total flavonoid content and nitric oxide scavenging in the ethanol extract was 0.94, while phenolic content and iron chelation correlated at 0.95, and tannin content tracked hydroxyl radical scavenging at 0.94.

Anti-inflammatory activity was assessed through a protein denaturation assay, a widely used in vitro proxy in which bovine serum albumin is heat-denatured and the protective effect of test compounds is measured by tryptophan fluorescence. Every extract showed substantial protection, but the acetone extract stood out. Adding CAE to the BSA solution dropped fluorescence intensity from 3.6 × 10⁴ INT units to 0.1 × 10⁴ INT units, and the extracts outperformed the synthetic anti-inflammatory drugs paracetamol, dexona and combiflame used as positive controls. The authors attribute this protection to complex mixtures of polyphenolics that may act cooperatively to stabilize protein structure against thermal denaturation.

The computational phase of the study focused on the three most abundant compounds in the acetone extract: phytol, ethion and diisobutyl phthalate. Using the CB-Dock2 platform, the team docked these ligands against the crystal structures of inducible nitric oxide synthase (PDB 3E7G, 2.20 Å resolution) and cyclooxygenase-2 (PDB 1CX2, 3.00 Å resolution), the two enzymes most closely associated with inflammatory signaling. Redocking a co-crystallized inhibitor into HSP90 produced an RMSD of 0.102, validating the docking protocol. The results were remarkable: diisobutyl phthalate scored −8.3 kcal/mol against iNOS, matching the −8.3 score of the standard drug combiflame, and scored −7.5 against COX-2, close to combiflame’s −7.8. Phytol followed with −7.1 against iNOS and −6.7 against COX-2, while ethion scored −5.1 and −5.6 respectively.

The interaction analysis revealed why these plant molecules bind so well. The most stable diisobutyl phthalate–iNOS complex was held together by two hydrogen bonds, three alkyl interactions, one pi-alkyl interaction and seven van der Waals contacts involving residues including Pro350, Ala351, Asn370, Leu209, Ile244, Tyr489 and Met355. Against COX-2, the same compound formed a pi-sigma interaction with Ala527, alkyl contacts with Val523 and Leu352, and five pi-alkyl interactions with residues including His90, Phe518, Trp387 and Val349. Crucially, the phytocompound occupied the same binding pose as the synthetic drug and targeted conserved residues in both active sites, with ligands docking into the oxygenase domain of iNOS and the C-terminal catalytic domain of COX-2. This dual-target engagement suggests a plausible molecular mechanism for the anti-inflammatory effects observed in the wet-lab assays.

Drug-likeness and ADMET predictions added a final layer of cautious optimism. All three compounds satisfied Lipinski’s Rule of Five, with consensus log P values between 3.56 and 6.25 indicating good oral absorption potential and predicted bioavailability scores around 0.55. Toxicity screening with ProToxII placed phytol and diisobutyl phthalate in toxicity classes 5 and 6, indicating low toxicity, and neither compound showed organ-level toxicity, though diisobutyl phthalate was flagged as active against carcinogenicity, a caveat the authors acknowledge. PASS analysis predicted anti-inflammatory activity for all three ligands with probability-of-activity scores above 0.5. The team is careful to note that these findings are preliminary: the docking scores and in vitro assays must now be validated through cell-based experiments and in vivo studies before any of these milkweed molecules can be considered genuine drug leads. Still, the convergence of chemical profiling, enzyme docking and pharmacokinetic screening paints the humble giant milkweed as a promising starting point for developing safer, plant-derived alternatives to the NSAIDs that currently dominate anti-inflammatory therapy, at the cost of gastrointestinal and cardiovascular side effects.

Subject of Research: Phytochemical profiling and molecular docking of Calotropis gigantea latex compounds against inflammatory enzymes iNOS and COX-2

Article Title: Chemical profiling and in silico analysis of phytocompounds extracted from milky-latex sap from giant milkweed Calotropis gigantea (Linn.) targeting nitric oxide synthase (iNOS) and cyclooxygenase-2 (COX-2) proteins

Article References: Sharma, A. D., Kaur, I., & Chauhan, A. (2026). Chemical profiling and in silico analysis of phytocompounds extracted from milky-latex sap from giant milkweed Calotropis gigantea (Linn.) targeting nitric oxide synthase (iNOS) and cyclooxygenase-2 (COX-2) proteins. Discover Chemistry, 3(1), Article 497. https://doi.org/10.1007/s44371-026-00951-8

Image Credits: AI Generated

DOI: 10.1007/s44371-026-00951-8

Keywords: Calotropis gigantea, latex, phytochemicals, anti-inflammatory, iNOS, COX-2, molecular docking, GC-FID, antioxidant, phytol, diisobutyl phthalate, ADMET

The study, published in Food Science and Biotechnology by researchers at Dongguk University-Seoul together with colleagues from the research and business development center of Kwangdong Pharmaceutical, focuses on a family of sesquiterpene alcohols known as eudesmols. Three isomers, α-, β- and γ-eudesmol, share the same molecular formula but differ in the arrangement of their atoms, and all three contribute to the complex woody, balsamic character of agarwood resin. Because they are abundant, characteristic and chemically stable components of the resin’s volatile fraction, the team proposed them as quantitative markers of quality, replacing subjective sensory judgment with hard numbers from an instrument.

The analytical strategy unfolded in two stages. First, the researchers characterized what was actually in the samples. They took nine agarwood resin samples originating from Indonesia and analyzed their volatile compounds using headspace solid-phase microextraction coupled with gas chromatography–mass spectrometry, a technique abbreviated HS-SPME-GC/MS. In this method, a thin coated fiber is suspended above the sample to absorb aroma compounds from the headspace, then inserted into a gas chromatograph where the molecules are separated and identified by their mass spectra. The profiling revealed that major sesquiterpenes, including compounds related to selinene and eudesmol, dominated the volatile profile, and these were tentatively characterized by matching their mass spectra against spectral libraries.

Identification alone, however, is not enough for quality control. Mass spectral library matching can tell you what a compound probably is, but it cannot reliably tell you how much of it is present, because mass spectrometry signals vary with ionization efficiency and instrument conditions. For that, the researchers turned to gas chromatography with flame ionization detection, or GC-FID, a workhorse quantitative technique in which separated compounds are burned in a hydrogen flame and the resulting ions produce a current proportional to the amount of carbon arriving at the detector. Flame ionization detection is prized for its stability, wide linear range and excellent precision, making it the method of choice when numbers must stand up to regulatory scrutiny.

The team established and validated a GC-FID method for quantifying the three eudesmol isomers, following internationally recognized analytical validation principles. The performance figures were striking. The method showed excellent linearity, with a coefficient of determination, R², of 1.000 across the calibrated range, meaning the detector response rose in a perfectly straight-line relationship with concentration. Repeatability, expressed as the relative standard deviation of repeated measurements within a single day, was better than 2.7 percent, indicating that the method delivers essentially the same answer every time it is run under the same conditions.

Accuracy was assessed through spike-and-recovery experiments, in which known amounts of each eudesmol isomer were added to samples at three different concentrations and the measured recovery was compared with the expected value. Recovery rates fell within a narrow and reassuring band: 101.9 to 102.8 percent for γ-eudesmol, 101.4 to 101.7 percent for α-eudesmol, and 98.9 to 101.3 percent for β-eudesmol. Values close to 100 percent mean the method neither systematically overestimates nor underestimates the true content, and the tight ranges across concentration levels suggest the assay behaves consistently whether eudesmols are present in small or large amounts.

When the validated method was applied to the nine Indonesian samples, the results revealed just how variable commercial agarwood can be. Total eudesmol content ranged from below the method’s limit of detection all the way up to 16.9 milligrams per gram of resin. That spread, spanning more than an order of magnitude, illustrates precisely why sensory grading has struggled to impose order on the market: samples that might look and even smell superficially similar can differ enormously in their content of the marker compounds. A single numerical measurement of eudesmol content offers buyers and regulators a way to distinguish between them that no nose can match for reproducibility.

Quality, however, is not only about potency; it is also about safety. Because agarwood is burned as incense, infused in preparations and used in food-adjacent applications, contamination with toxic elements or agricultural chemicals is a genuine concern. The researchers therefore screened their samples for heavy metals and for 514 pesticide residues, and reported that the levels found were within acceptable limits. This two-pronged approach, pairing marker quantification with a broad safety screen, mirrors the expectations of pharmacopoeial and food-safety authorities, who increasingly demand both identity and purity data for botanical raw materials.

The significance of the work extends beyond agarwood itself. Botanical and herbal raw materials are notoriously difficult to standardize because their chemistry depends on species, geography, harvest conditions and processing, and adulteration or mislabeling is a persistent problem in high-value markets. The study’s authors argue that their systematic workflow, combining qualitative volatile profiling by SPME-GC/MS, quantitative marker analysis by GC-FID, and safety screening for metals and pesticides, provides a template that can be adapted to other botanical and herbal materials. In effect, they have demonstrated a complete chain of evidence, from what a sample smells like at the molecular level to exactly how much of the key marker it contains to whether it is safe, all captured in validated instrumental measurements.

For a commodity that has been traded for centuries largely on trust, reputation and the trained senses of a few experts, the arrival of a validated chemical grading method marks a quiet but consequential shift. If eudesmol isomer content becomes an accepted benchmark, buyers could verify shipments against certificates of analysis, producers could optimize cultivation and resin-induction techniques against a measurable target, and regulators could police the market with defensible data rather than disputed opinions. The fragrance of agarwood may remain as mysterious and alluring as ever, but the question of whether a given batch is genuinely good is now, at last, something a machine can answer with a number.

Subject of Research: Objective quality evaluation of agarwood resin using eudesmol isomer quantification by gas chromatography

Article Title: Quality evaluation of agarwood achieved through the GC–FID-based quantification of eudesmol isomers identified via SPME–GC/MS

Article References: Quality evaluation of agarwood achieved through the GC–FID-based quantification of eudesmol isomers identified via SPME–GC/MS. (n.d.). https://doi.org/10.1007/s10068-026-02310-w

Image Credits: AI Generated

DOI: 10.1007/s10068-026-02310-w

Keywords: agarwood, eudesmol, sesquiterpenes, GC-FID, SPME-GC/MS, quality evaluation, Aquilaria, volatile compounds, food science, analytical chemistry, botanical raw materials, heavy metals